Search Results for author: Hymalai Bello

Found 7 papers, 0 papers with code

Unimodal and Multimodal Sensor Fusion for Wearable Activity Recognition

no code implementations24 Apr 2024 Hymalai Bello

Combining different sensing modalities with multiple positions helps form a unified perception and understanding of complex situations such as human behavior.

Gesture Recognition Human Activity Recognition +3

BeSound: Bluetooth-Based Position Estimation Enhancing with Cross-Modality Distillation

no code implementations24 Apr 2024 Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz

Once the student model is trained, the model only takes as inputs the BLE-RSSI data for inference, retaining the advantages of ubiquity and low cost of BLE RSSI.

Knowledge Distillation Position

Remaining Useful Life Prediction of Lithium-ion Batteries using Spatio-temporal Multimodal Attention Networks

no code implementations29 Oct 2023 Sungho Suh, Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Paul Lukowicz

The proposed ST-MAN is to capture the complex spatio-temporal dependencies in the battery data, including the features that are often neglected in existing works.

Two-stage Early Prediction Framework of Remaining Useful Life for Lithium-ion Batteries

no code implementations7 Aug 2023 Dhruv Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz

Early prediction of remaining useful life (RUL) is crucial for effective battery management across various industries, ranging from household appliances to large-scale applications.

Management

MeciFace: Mechanomyography and Inertial Fusion-based Glasses for Edge Real-Time Recognition of Facial and Eating Activities

no code implementations19 Jun 2023 Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz

The increasing prevalence of stress-related eating behaviors and their impact on overall health highlights the importance of effective and ubiquitous monitoring systems.

Facial Expression Recognition Management +1

CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control

no code implementations7 Jun 2023 Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Ray, Bo Zhou, Paul Lukowicz

We present CaptAinGlove, a textile-based, low-power (1. 15Watts), privacy-conscious, real-time on-the-edge (RTE) glove-based solution with a tiny memory footprint (2MB), designed to recognize hand gestures used for drone control.

Hand Gesture Recognition Hand-Gesture Recognition +1

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